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alinlab

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  1. CSI CSI Public

    CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

    Python 275 63

  2. L2T-ww L2T-ww Public

    Learning What and Where to Transfer (ICML 2019)

    Python 250 48

  3. Confident_classifier Confident_classifier Public

    Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018

    Python 178 47

  4. cs-kd cs-kd Public

    Regularizing Class-wise Predictions via Self-knowledge Distillation (CVPR 2020)

    Python 107 22

  5. M2m M2m Public

    Code for the paper "M2m: Imbalanced Classification via Major-to-minor Translation" (CVPR 2020)

    Python 94 15

  6. LfF LfF Public

    Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)

    Python 89 10

Repositories

Showing 10 of 28 repositories
  • HOMER Public

    Official implementation of Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs (ICLR 2024).

    alinlab/HOMER’s past year of commit activity
    Python 32 2 0 0 Updated Aug 6, 2024
  • MetaMAE Public

    Modality-Agnostic Self-Supervised Learning with Meta-Learned Masked Auto-Encoder (NeurIPS 2023)

    alinlab/MetaMAE’s past year of commit activity
    Python 9 1 0 0 Updated Jun 5, 2024
  • PsCo Public

    Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning (ICLR 2023)

    alinlab/PsCo’s past year of commit activity
    Python 54 5 1 0 Updated Jun 4, 2024
  • CSI Public

    CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

    alinlab/CSI’s past year of commit activity
    Python 275 63 12 0 Updated Oct 19, 2023
  • MASKER Public

    MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)

    alinlab/MASKER’s past year of commit activity
    Python 51 11 6 0 Updated Oct 4, 2023
  • alinlab/SelfPatch’s past year of commit activity
    Python 57 Apache-2.0 7 5 1 Updated Sep 13, 2023
  • ifseg Public

    IFSeg: Image-free Semantic Segmentation via Vision-Language Model (CVPR 2023)

    alinlab/ifseg’s past year of commit activity
    Python 82 9 5 0 Updated Sep 5, 2023
  • s-clip Public

    S-CLIP: Semi-supervised Vision-Language Pre-training using Few Specialist Captions

    alinlab/s-clip’s past year of commit activity
    Python 45 6 0 0 Updated May 26, 2023
  • b2t Public

    Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation

    alinlab/b2t’s past year of commit activity
    Python 25 0 1 0 Updated May 21, 2023
  • smoothing-catrs Public

    Code for the paper "Confidence-aware Training of Smoothed Classifiers for Certified Robustness" (AAAI 2023)

    alinlab/smoothing-catrs’s past year of commit activity
    Python 6 MIT 1 0 0 Updated Jan 19, 2023

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